 Machine learning models can accurately identify the lithophyses of clay rich shale from conventional well logs, providing insight into the sweet spot prediction of unconventional reservoirs. This article was authored by Mingqiu Hou, Yu Xiang Xiao, Zhang Donglei, and others.